Pothole Detector (YOLOv8)
Fine-tuned yolov8s.pt on the Smartathon pothole dataset (Roboflow Universe) for road pothole detection.
- mAP50: 0.816
- mAP50-95: 0.518
Usage
from ultralytics import YOLO
from huggingface_hub import hf_hub_download
weights_path = hf_hub_download(repo_id="samdutse/pothole-yolov8", filename="best.pt")
model = YOLO(weights_path)
results = model.predict("road.jpg")
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